Mathematical Geosciences Hybrid Symbolic-Numeric Methods /

• Κύριοι συγγραφείς: Awange, Joseph L. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Paláncz, Béla (http://id.loc.gov/vocabulary/relators/aut), Lewis, Robert H. (http://id.loc.gov/vocabulary/relators/aut), Völgyesi, Lajos (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Geology.; Mathematical physics.; Environmental sciences.; Geographical information systems.; Atmospheric sciences.; Mathematical Applications in the Physical Sciences.; Math. Appl. in Environmental Science.; Geographical Information Systems/Cartography.; Atmospheric Sciences.

This book showcases powerful new hybrid methods that combine numerical and symbolic algorithms. Hybrid algorithm research is currently one of the most promising directions in the context of geosciences mathematics and computer mathematics in general. One important topic addressed here with a broad r...

Πίνακας περιεχομένων:

• Solution of algebraic polynomial systems
• Homotopy solution of nonlinear systems
• Over and underdeterminated systems
• Simulated annealing
• Genetic algorithm
• Particle swarm optimization
• Integer programming
• Multiobjective optimization
• Approximation with radial bases functions
• Support vector machines (SVM)
• Symbolic regression
• Quantile regression
• Robust regression
• Stochastic modeling
• Parallel computations.